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@INPROCEEDINGS{Ahmed2011,
  author = {Amr Ahmed and Qirong Ho and Choon Hui Teo and Jacob Eisenstein and
	Alexander J. Smola and Eric P. Xing},
  title = {Online Inference for the Infinite Cluster-topic Model: Storylines
	from Streaming Text},
  booktitle = {Proceedings of the 14th Conference on Artificial Intelligence and
	Statistics (AISTATS)},
  year = {2011},
  owner = {liangjie},
  timestamp = {2011.06.23}
}

@INPROCEEDINGS{AlSumait2008,
  author = {AlSumait, Loulwah and Barbar\'{a}, Daniel and Domeniconi, Carlotta},
  title = {On-line LDA: Adaptive Topic Models for Mining Text Streams with Applications
	to Topic Detection and Tracking},
  booktitle = {Proceedings of the 2008 Eighth IEEE International Conference on Data
	Mining (ICDM)},
  year = {2008},
  pages = {3--12},
  address = {Washington, DC, USA},
  publisher = {IEEE Computer Society},
  acmid = {1511296},
  doi = {10.1109/ICDM.2008.140},
  isbn = {978-0-7695-3502-9},
  numpages = {10},
  url = {http://portal.acm.org/citation.cfm?id=1510528.1511296}
}

@INPROCEEDINGS{Bakshy2011,
  author = {Bakshy, Eytan and Hofman, Jake M. and Mason, Winter A. and Watts,
	Duncan J.},
  title = {Everyone's an influencer: quantifying influence on twitter},
  booktitle = {Proceedings of the Fourth ACM International Conference on Web Search
	and Data Mining},
  year = {2011},
  pages = {65--74},
  address = {New York, NY, USA},
  publisher = {ACM},
  acmid = {1935845},
  doi = {http://doi.acm.org/10.1145/1935826.1935845},
  isbn = {978-1-4503-0493-1},
  keywords = {communication networks, diffusion, influence, twitter, word of mouth
	marketing},
  location = {Hong Kong, China},
  numpages = {10},
  url = {http://doi.acm.org/10.1145/1935826.1935845}
}

@ARTICLE{Blei2009,
  author = {D. Blei and J. Lafferty},
  title = {Topic Models},
  journal = {Text Mining: Theory and Applications},
  year = {2009},
  owner = {hong},
  timestamp = {2010.05.03}
}

@ARTICLE{Blei2007,
  author = {Blei, David M. and Mcauliffe, Jon D.},
  title = {Supervised topic models},
  journal = {Advances in Neural Information Processing Systems 21},
  year = {2007},
  booktitle = {Advances in Neural Information Processing Systems 21},
  citeulike-article-id = {2333364},
  keywords = {lda},
  posted-at = {2008-10-28 14:52:32},
  priority = {2}
}

@ARTICLE{Blei2003,
  author = {Blei, David M. and Ng, Andrew Y. and Jordan, Michael I.},
  title = {Latent dirichlet allocation},
  journal = {The Journal of Machine Learning Research},
  year = {2003},
  volume = {3},
  pages = {993--1022},
  doi = {http://dx.doi.org/10.1162/jmlr.2003.3.4-5.993},
  issn = {1532-4435},
  owner = {hong},
  publisher = {JMLR.org},
  timestamp = {2010.05.04}
}

@INPROCEEDINGS{Canini2009,
  author = {Kevin R. Canini and Lei Shi and Thomas L. Griffiths},
  title = {Online inference of topics with latent Dirichlet allocation},
  booktitle = {Proceedings of the 12th International Conference on Artificial Intelligence
	and Statistics (AISTATS)},
  year = {2009},
  owner = {liangjie},
  timestamp = {2011.06.23}
}

@INPROCEEDINGS{Chang2009,
  author = {Chang, Jonathan and Boyd-Graber, Jordan and Blei, David M.},
  title = {Connections between the lines: augmenting social networks with text},
  booktitle = {Proceedings of the 15th ACM SIGKDD International Conference on Knowledge
	Discovery and Data Mining},
  year = {2009},
  pages = {169--178},
  doi = {http://doi.acm.org/10.1145/1557019.1557044},
  isbn = {978-1-60558-495-9},
  location = {Paris, France}
}

@ARTICLE{Griffiths2004,
  author = {Griffiths, Thomas L. and Steyvers, Mark},
  title = {Finding scientific topics},
  journal = {Proceedings of the National Academy of Sciences of the United States
	of America},
  year = {2004},
  volume = {101},
  pages = {5228--5235},
  doi = {10.1073/pnas.0307752101},
  owner = {hong},
  posted-at = {2008-09-11 07:43:06},
  priority = {3},
  timestamp = {2010.05.04},
  url = {http://dx.doi.org/10.1073/pnas.0307752101}
}

@INPROCEEDINGS{Hoffman2010,
  author = {Matthew Hoffman and David Blei and Francis Bach},
  title = {Online Learning for Latent Dirichlet Allocation},
  booktitle = {Advances in Neural Information Processing Systems 23},
  year = {2010},
  editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel
	and A. Culotta},
  pages = {856--864},
  owner = {liangjie},
  timestamp = {2011.06.12}
}

@INPROCEEDINGS{Hong2011,
  author = {Hong, Liangjie and Dan, Ovidiu and Davison, Brian D.},
  title = {Predicting popular messages in {T}witter},
  booktitle = {Proceedings of the 20th International Conference companion on World
	Wide Web (WWW)},
  year = {2011},
  pages = {57--58},
  address = {New York, NY, USA},
  publisher = {ACM},
  acmid = {1963222},
  doi = {http://doi.acm.org/10.1145/1963192.1963222},
  isbn = {978-1-4503-0637-9},
  keywords = {classification, information diffusion, microblogs, social media},
  location = {Hyderabad, India},
  numpages = {2},
  url = {http://doi.acm.org/10.1145/1963192.1963222}
}

@INPROCEEDINGS{Hong2011a,
  author = {Hong, Liangjie and Dom, Byron and Gurumurthy, Siva and Tsioutsiouliklis,
	Kostas},
  title = {A Time-Dependent Topic Model for Multiple Text Streams},
  booktitle = {Proceedings of the 17th ACM SIGKDD International Conference on Knowledge
	Discovery and Data Mining},
  year = {2011},
  doi = {http://doi.acm.org/10.1145/1557019.1557044},
  isbn = {978-1-60558-495-9},
  location = {Paris, France},
  owner = {liangjie},
  timestamp = {2011.06.23}
}

@INPROCEEDINGS{Java2007,
  author = {Java, Akshay and Song, Xiaodan and Finin, Tim and Tseng, Belle},
  title = {Why we twitter: understanding microblogging usage and communities},
  booktitle = {WebKDD/SNA-KDD '07: Proceedings of the 9th WebKDD and 1st SNA-KDD
	Workshop on Web mining and Social Network Analysis},
  year = {2007},
  pages = {56--65},
  doi = {http://doi.acm.org/10.1145/1348549.1348556},
  isbn = {978-1-59593-848-0},
  location = {San Jose, California},
  owner = {hong},
  timestamp = {2010.05.06}
}

@INPROCEEDINGS{Krishnamurthy2008,
  author = {Krishnamurthy, Balachander and Gill, Phillipa and Arlitt, Martin},
  title = {A few chirps about twitter},
  booktitle = {WOSP '08: Proceedings of the First Workshop on Online Social Networks},
  year = {2008},
  pages = {19--24},
  doi = {http://doi.acm.org/10.1145/1397735.1397741},
  isbn = {978-1-60558-182-8},
  location = {Seattle, WA, USA},
  owner = {hong},
  timestamp = {2010.05.06}
}

@INPROCEEDINGS{Liang2009,
  author = {Liang, Percy and Klein, Dan},
  title = {Online EM for unsupervised models},
  booktitle = {Proceedings of Human Language Technologies: The 2009 Annual Conference
	of the North American Chapter of the Association for Computational
	Linguistics},
  year = {2009},
  series = {NAACL '09},
  pages = {611--619},
  address = {Stroudsburg, PA, USA},
  publisher = {Association for Computational Linguistics},
  acmid = {1620843},
  isbn = {978-1-932432-41-1},
  location = {Boulder, Colorado},
  numpages = {9},
  url = {http://portal.acm.org/citation.cfm?id=1620754.1620843}
}

@INPROCEEDINGS{Liu2009,
  author = {Liu, Yan and Niculescu-Mizil, Alexandru and Gryc, Wojciech},
  title = {Topic-link LDA: joint models of topic and author community},
  booktitle = {ICML '09: Proceedings of the 26th Annual International Conference
	on Machine Learning},
  year = {2009},
  pages = {665--672},
  publisher = {ACM},
  doi = {http://doi.acm.org/10.1145/1553374.1553460},
  isbn = {978-1-60558-516-1},
  location = {Montreal, Quebec, Canada}
}

@ARTICLE{Liu2011,
  author = {Liu, Zhiyuan and Zhang, Yuzhou and Chang, Edward Y. and Sun, Maosong},
  title = {{PLDA}+: Parallel latent dirichlet allocation with data placement
	and pipeline processing},
  journal = {ACM Transactions on Intelligent Systems and Technology (TIST)},
  year = {2011},
  volume = {2},
  pages = {26:1--26:18},
  month = {May},
  acmid = {1961198},
  address = {New York, NY, USA},
  articleno = {26},
  doi = {http://doi.acm.org/10.1145/1961189.1961198},
  issn = {2157-6904},
  issue = {3},
  issue_date = {April 2011},
  keywords = {Gibbs sampling, Topic models, distributed parallel computations, latent
	Dirichlet allocation},
  numpages = {18},
  publisher = {ACM},
  url = {http://doi.acm.org/10.1145/1961189.1961198}
}

@BOOK{Manning2008,
  title = {Introduction to Information Retrieval},
  publisher = {Cambridge University Press},
  year = {2008},
  author = {Manning, Christopher D. and Raghavan, Prabhakar and Sch\"{u}tze,
	Hinrich}
}

@INPROCEEDINGS{McCallum2007,
  author = {McCallum, Andrew and Wang, Xuerui and Mohanty, Natasha},
  title = {Joint group and topic discovery from relations and text},
  booktitle = {ICML'06: Proceedings of the 2006 Conference on Statistical Network
	Analysis},
  year = {2006},
  pages = {28--44},
  address = {Berlin, Heidelberg},
  publisher = {Springer-Verlag},
  isbn = {978-3-540-73132-0},
  location = {Pittsburgh, PA, USA}
}

@INPROCEEDINGS{Nallapati2008,
  author = {Nallapati, Ramesh M. and Ahmed, Amr and Xing, Eric P. and Cohen,
	William W.},
  title = {Joint latent topic models for text and citations},
  booktitle = {KDD '08: Proceedings of the 14th ACM SIGKDD International Conference
	on Knowledge Discovery and Data Mining},
  year = {2008},
  pages = {542--550},
  doi = {http://doi.acm.org/10.1145/1401890.1401957},
  isbn = {978-1-60558-193-4},
  location = {Las Vegas, Nevada, USA}
}

@ARTICLE{Newman2009,
  author = {Newman, David and Asuncion, Arthur and Smyth, Padhraic and Welling,
	Max},
  title = {Distributed Algorithms for Topic Models},
  journal = {The Journal of Machine Learning Research},
  year = {2009},
  volume = {10},
  pages = {1801--1828},
  month = {December},
  acmid = {1755845},
  issn = {1532-4435},
  numpages = {28},
  publisher = {JMLR.org},
  url = {http://portal.acm.org/citation.cfm?id=1577069.1755845}
}

@INPROCEEDINGS{Pal2011,
  author = {Pal, Aditya and Counts, Scott},
  title = {Identifying topical authorities in microblogs},
  booktitle = {Proceedings of the Fourth ACM International Conference on Web Search
	and Data Mining (WSDM)},
  year = {2011},
  pages = {45--54},
  address = {New York, NY, USA},
  publisher = {ACM},
  acmid = {1935843},
  doi = {http://doi.acm.org/10.1145/1935826.1935843},
  isbn = {978-1-4503-0493-1},
  keywords = {authority, clustering, microblogging, ranking, twitter},
  location = {Hong Kong, China},
  numpages = {10},
  url = {http://doi.acm.org/10.1145/1935826.1935843}
}

@INPROCEEDINGS{Pennacchiotti2011,
  author = {Pennacchiotti, Marco and Gurumurthy, Siva},
  title = {Investigating topic models for social media user recommendation},
  booktitle = {Proceedings of the 20th International Conference Companion on World
	Wide Web (WWW)},
  year = {2011},
  pages = {101--102},
  address = {New York, NY, USA},
  publisher = {ACM},
  acmid = {1963244},
  doi = {http://doi.acm.org/10.1145/1963192.1963244},
  isbn = {978-1-4503-0637-9},
  keywords = {LDA, social media, topic models, user recommendation},
  location = {Hyderabad, India},
  numpages = {2},
  url = {http://doi.acm.org/10.1145/1963192.1963244}
}

@INPROCEEDINGS{Phan2008,
  author = {Phan, Xuan-Hieu and Nguyen, Le-Minh and Horiguchi, Susumu},
  title = {Learning to classify short and sparse text \& web with hidden topics
	from large-scale data collections},
  booktitle = {Proceedings of the 17th International Conference on World Wide Web},
  year = {2008},
  pages = {91--100},
  doi = {http://doi.acm.org/10.1145/1367497.1367510},
  isbn = {978-1-60558-085-2},
  location = {Beijing, China}
}

@INPROCEEDINGS{Ramage2010,
  author = {Ramage, Daniel and Dumais, Susan and Liebling, Dan},
  title = {Characterizing Microblogs with Topic Models},
  booktitle = {International AAAI Conference on Weblogs and Social Media (ICWSM)},
  year = {2010},
  owner = {hong},
  timestamp = {2010.05.06}
}

@INPROCEEDINGS{Ramage2009,
  author = {Ramage, Daniel and Hall, David and Nallapati, Ramesh and Manning,
	Christopher D.},
  title = {Labeled LDA: a supervised topic model for credit attribution in multi-labeled
	corpora},
  booktitle = {Proceedings of the Conference on Empirical Methods in Natural Language
	Processing (EMNLP)},
  year = {2009},
  pages = {248--256},
  publisher = {Association for Computational Linguistics},
  isbn = {978-1-932432-59-6},
  location = {Singapore}
}

@INPROCEEDINGS{Ritter2010,
  author = {Ritter, Alan and Cherry, Colin and Dolan, Bill},
  title = {Unsupervised modeling of {T}witter conversations},
  booktitle = {Human Language Technologies: The 2010 Annual Conference of the North
	American Chapter of the Association for Computational Linguistics},
  year = {2010},
  series = {HLT '10},
  pages = {172--180},
  address = {Stroudsburg, PA, USA},
  publisher = {Association for Computational Linguistics},
  acmid = {1858019},
  isbn = {1-932432-65-5},
  location = {Los Angeles, California},
  numpages = {9},
  url = {http://portal.acm.org/citation.cfm?id=1857999.1858019}
}

@ARTICLE{Rosen-Zvi2010,
  author = {Rosen-Zvi, Michal and Chemudugunta, Chaitanya and Griffiths, Thomas
	and Smyth, Padhraic and Steyvers, Mark},
  title = {Learning author-topic models from text corpora},
  journal = {ACM Transactions on Information Systems},
  year = {2010},
  volume = {28},
  pages = {1--38},
  number = {1},
  address = {New York, NY, USA},
  doi = {http://doi.acm.org/10.1145/1658377.1658381},
  issn = {1046-8188},
  publisher = {ACM}
}

@INPROCEEDINGS{Rosen-Zvi2004,
  author = {Rosen-Zvi, Michal and Griffiths, Thomas and Steyvers, Mark and Smyth,
	Padhraic},
  title = {The author-topic model for authors and documents},
  booktitle = {Proceedings of the 20th Conference on Uncertainty in Artificial Intelligence
	(UAI)},
  year = {2004},
  pages = {487--494},
  isbn = {0-9749039-0-6},
  location = {Banff, Canada}
}

@INPROCEEDINGS{Sahami2006,
  author = {Sahami, Mehran and Heilman, Timothy D.},
  title = {A web-based kernel function for measuring the similarity of short
	text snippets},
  booktitle = {Proceedings of the 15th International Conference on World Wide Web},
  year = {2006},
  pages = {377--386},
  doi = {http://doi.acm.org/10.1145/1135777.1135834},
  isbn = {1-59593-323-9},
  location = {Edinburgh, Scotland}
}

@INPROCEEDINGS{Shamma2009,
  author = {Shamma, David A. and Kennedy, Lyndon and Churchill, Elizabeth F.},
  title = {Tweet the debates: understanding community annotation of uncollected
	sources},
  booktitle = {Proceedings of the First SIGMM Workshop on Social Media},
  year = {2009},
  pages = {3--10},
  address = {New York, NY, USA},
  publisher = {ACM},
  acmid = {1631148},
  doi = {http://doi.acm.org/10.1145/1631144.1631148},
  isbn = {978-1-60558-759-2},
  keywords = {TV, centrality, community, debates, multimedia, social, twitter},
  location = {Beijing, China},
  numpages = {8},
  url = {http://doi.acm.org/10.1145/1631144.1631148}
}

@ARTICLE{Smola2010,
  author = {Smola, Alexander and Narayanamurthy, Shravan},
  title = {An architecture for parallel topic models},
  journal = {Proceedings of the VLDB Endowment},
  year = {2010},
  volume = {3},
  pages = {703--710},
  month = {September},
  acmid = {1920931},
  issn = {2150-8097},
  issue = {1-2},
  issue_date = {September 2010},
  numpages = {8},
  publisher = {VLDB Endowment},
  url = {http://portal.acm.org/citation.cfm?id=1920841.1920931}
}

@INPROCEEDINGS{Suh2010,
  author = {Suh, Bongwon and Hong, Lichan and Pirolli, Peter and Chi, Ed H.},
  title = {Want to be Retweeted? {Large} Scale Analytics on Factors Impacting
	Retweet in {Twitter} Network},
  booktitle = {Proceedings of the IEEE Second International Conference on Social
	Computing (SocialCom)},
  year = {2010}
}

@INPROCEEDINGS{Wallach2009,
  author = {Wallach, Hanna M. and Mimno, David and McCallum, Andrew},
  title = {{R}ethinking {LDA}: {W}hy {P}riors {M}atter},
  booktitle = {Proceedings of the 23rd Annual Conference on Neural Information Processing
	Systems (NIPS)},
  year = {2009},
  url = {http://books.nips.cc/papers/files/nips22/NIPS2009_0929.pdf}
}

@INPROCEEDINGS{Wang2011,
  author = {Chong Wang and John Paisley and David M. Blei},
  title = {Online variational inference for the hierarchical Dirichlet process},
  booktitle = {In Proceedings of Fourteenth International Conference on Artificial
	Intelligence and Statistics (AISTATS)},
  year = {2011},
  owner = {liangjie},
  timestamp = {2011.06.23}
}

@INPROCEEDINGS{Weng2010,
  author = {Weng, Jianshu and Lim, Ee-Peng and Jiang, Jing and He, Qi},
  title = {TwitterRank: finding topic-sensitive influential twitterers},
  booktitle = {Proceedings of the Third ACM International Conference on Web Search
	and Data Mining (WSDM)},
  year = {2010},
  pages = {261--270},
  doi = {http://doi.acm.org/10.1145/1718487.1718520},
  isbn = {978-1-60558-889-6},
  location = {New York, New York, USA},
  owner = {hong},
  timestamp = {2010.05.06}
}

@INPROCEEDINGS{Yao2009,
  author = {Yao, Limin and Mimno, David and McCallum, Andrew},
  title = {Efficient methods for topic model inference on streaming document
	collections},
  booktitle = {KDD '09: Proceedings of the 15th ACM SIGKDD International Conference
	on Knowledge Discovery and Data Mining},
  year = {2009},
  pages = {937--946},
  doi = {http://doi.acm.org/10.1145/1557019.1557121},
  isbn = {978-1-60558-495-9},
  location = {Paris, France},
  owner = {hong},
  timestamp = {2010.05.04}
}

@INPROCEEDINGS{Yih2007,
  author = {Yih, Wen-Tau and Meek, Christopher},
  title = {Improving similarity measures for short segments of text},
  booktitle = {Proceedings of the 22nd National Conference on Artificial Intelligence
	(AAAI)},
  year = {2007},
  pages = {1489--1494},
  isbn = {978-1-57735-323-2},
  location = {Vancouver, British Columbia, Canada}
}

@INPROCEEDINGS{Zhang2007,
  author = {Zhang, Haizheng and Giles, C. Lee and Foley, Henry C. and Yen, John},
  title = {Probabilistic community discovery using hierarchical latent Gaussian
	mixture model},
  booktitle = {AAAI'07: Proceedings of the 22nd national conference on Artificial
	intelligence},
  year = {2007},
  pages = {663--668},
  isbn = {978-1-57735-323-2},
  location = {Vancouver, British Columbia, Canada}
}

@INPROCEEDINGS{Zhao2011,
  author = {Wayne Xin Zhao and Jing Jiang and Jianshu Weng and Jing He and Ee-Peng
	Lim and Hongfei Yan and Xiaoming Li},
  title = {Comparing {T}witter and Traditional Media Using Topic Models},
  booktitle = {Proceedings of Advances in Information Retrieval - 33rd European
	Conference on IR Research (ECIR)},
  year = {2011},
  pages = {338-349},
  address = {Dublin, Ireland},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://dx.doi.org/10.1007/978-3-642-20161-5_34},
  owner = {liangjie},
  timestamp = {2011.06.12}
}

